Statistical Atlases and Computational Models of the Heart - Imaging and Modelling Challenges 5th International Workshop, STACOM 2014, Held in Conjunction with MICCAI 2014, Boston, MA, USA, September 18, 2014, Revised Selected Papers /

• Corporate Author: SpringerLink (Online service)
• Other Authors: Camara, Oscar (Editor), Mansi, Tommaso (Editor), Pop, Mihaela (Editor), Rhode, Kawal (Editor), Sermesant, Maxime (Editor), Young, Alistair (Editor)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2015.
• Series: Lecture Notes in Computer Science, 8896
• Subjects: Computer science.; Health informatics.; Cardiology.; Mathematical statistics.; Computer simulation.; Image processing.; Pattern recognition.; Computer Science.; Image Processing and Computer Vision.; Health Informatics.; Simulation and Modeling.; Probability and Statistics in Computer Science.; Pattern Recognition.
• Physical Description: XII, 296 p. 134 illus. online resource.
• ISBN: 9783319146782
• ISSN: 0302-9743 ;

This book constitutes the thoroughly refereed post-conference proceedings of the 5th International Workshop on Statistical Atlases and Computational Models of the Heart: Imaging and Modelling Challenges, STACOM 2014, held in conjunction with MICCAI 2014, in Boston, MA, USA, in September 2014. The 30 revised full papers were carefully reviewed and selected from numerous submissions. The papers cover a wide range of topics such as sections on cardiac image processing; atlas construction; statistical modelling of cardiac function across different patient populations; cardiac mapping; cardiac computational physiology; model customization; atlas based functional analysis; ontological schemata for data and results; integrated functional and structural analyses; as well as the pre-clinical and clinical applicability of these methods.